{"id":"W2157700713","doi":"10.1093/ije/29.4.637","title":"Risk factors for benign proliferative breast disease","year":2000,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"Health Canada","keywords":"Medicine; Breast disease; Risk factor; Biopsy; Breast biopsy; Atypical hyperplasia; Fibrocystic Breast Disease; Breast cancer; Breast development; Pathology; Hyperplasia; Internal medicine; Oncology; Mammography; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003106594,0.0002308027,0.0001976355,0.0007115144,0.0003954078,0.0003698388,0.0003037251,0.0002968923,0.001936741],"category_scores_gemma":[0.001661791,0.0001798604,0.0001436386,0.000770881,0.0003397041,0.0001081274,0.0002435512,0.0004017582,0.0001301516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003616214,"about_ca_system_score_gemma":0.0007351538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01855618,"about_ca_topic_score_gemma":0.02104196,"domain_scores_codex":[0.9996604,0.000074608,0.00001477979,0.00005511331,0.0001346665,0.00006047088],"domain_scores_gemma":[0.9992135,0.0001683204,0.0003312768,0.00003529908,0.00007985948,0.0001717988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005640853,0.00001779095,0.9974325,0.00001617902,0.00002338494,0.0001790876,0.00003734594,0.00003667627,0.000283371,0.00002777112,0.00008885224,0.001800658],"study_design_scores_gemma":[0.000003655497,0.00003592492,0.998425,0.000009215915,0.00002185879,0.001082632,0.00004724985,0.00006915544,0.00005470817,0.00002683572,0.0002223895,0.000001416579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956679,0.001700554,0.000256129,0.0001583847,0.000009902242,0.00002506437,0.000339142,0.00001760884,0.001825407],"genre_scores_gemma":[0.9990661,0.0002938171,0.0002122341,0.00002393161,0.00001668729,0.000009248854,0.0002081539,0.000001118405,0.0001687454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01855618,"threshold_uncertainty_score":0.03689635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226162895085013,"score_gpt":0.3545395285289562,"score_spread":0.3122778995781061,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}